Statistical computing : Existing methods and recent developments

Statistical Computing: Existing Methods and Recent Developments attempts to provide a state of the art account of existing methods and recent developments in the so called new field of Statistical Computing. Fourteen different chapters deal with a wide range of topics. This includes introductory top...

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Định dạng: Sách
Ngôn ngữ:Undetermined
Được phát hành: Harrow ( U.K.) Alpha Science international Ltd. 2004
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020 |c 997000 
082 |a 519.50285 
082 |b S797 
245 0 |a Statistical computing : 
245 0 |b Existing methods and recent developments 
245 0 |c Debasis Kundu, Ayanendranath Basu (editor) 
260 |a Harrow ( U.K.) 
260 |b Alpha Science international Ltd. 
260 |c 2004 
520 |a Statistical Computing: Existing Methods and Recent Developments attempts to provide a state of the art account of existing methods and recent developments in the so called new field of Statistical Computing. Fourteen different chapters deal with a wide range of topics. This includes introductory topics such as the basic numerical analysis methods, random number generation, graphical techniques used in statistical data analysis and other areas. It also covers the more specialized techniques such as the EM algorithm, genetic algorithms, nonparametric smoothing techniques, resampling methods, and artificial neural network models, to name a few. In addition, the volume also deals with the computational issues involved in the analysis of mixture models, adaptive designs, weighted distributions, and statistical signal processing, topics which are unlikely to be covered in a standard text on Statistical Computing 
650 |a Mathematical statistics,Toán thống kê 
650 |x Data processing,Tổ chức dữ liệu 
904 |i Nguyên 
980 |a Trung tâm Học liệu Trường Đại học Cần Thơ